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利用高光谱成像技术测量浑浊液态食品的吸收和散射特性。

Measurement of the absorption and scattering properties of turbid liquid foods using hyperspectral imaging.

作者信息

Qin Jianwei, Lu Renfu

机构信息

Department of Biosystems and Agricultural Engineering, Michigan State University, East Lansing, Michigan 48824, USA.

出版信息

Appl Spectrosc. 2007 Apr;61(4):388-96. doi: 10.1366/000370207780466190.

Abstract

A hyperspectral imaging system in line scanning mode was used for measuring the absorption and scattering properties of turbid food materials over the visible and near-infrared region of 530-900 nm. An instrumental calibration procedure was developed to compensate for the nonuniform instrument response of the imaging system. A nonlinear curve-fitting algorithm for a steady-state diffusion theory model was proposed to determine absorption (mua) and reduced scattering coefficients (mu's) from the spatially resolved hyperspectral reflectance profiles. The hyperspectral imaging system provided good measurement of mua and mu's for the simulation samples made of Intralipid scattering material and three absorbers (blue dye, green dye, and black ink) with average fitting errors of 16% and 11%, respectively. The optical properties of the fruit and vegetable juices and milks were determined. Values of the absorption and reduced scattering coefficient at 600 nm were highly correlated to the fat content of the milk samples with the correlation coefficient of 0.995 and 0.998, respectively. Compared to time-resolved and frequency-domain techniques, the hyperspectral imaging technique provides a faster and simpler means for measuring the optical properties of turbid food and agricultural products.

摘要

采用线扫描模式的高光谱成像系统,用于测量530 - 900 nm可见光和近红外区域内浑浊食品材料的吸收和散射特性。开发了一种仪器校准程序,以补偿成像系统中仪器响应的不均匀性。提出了一种用于稳态扩散理论模型的非线性曲线拟合算法,以从空间分辨的高光谱反射率剖面中确定吸收系数(mua)和约化散射系数(mu's)。高光谱成像系统对由伊文思蓝散射材料和三种吸收剂(蓝色染料、绿色染料和黑色墨水)制成的模拟样品的mua和mu's进行了良好的测量,平均拟合误差分别为16%和11%。测定了果蔬汁和牛奶的光学特性。在600 nm处的吸收系数和约化散射系数值与牛奶样品的脂肪含量高度相关,相关系数分别为0.995和0.998。与时间分辨和频域技术相比,高光谱成像技术为测量浑浊食品和农产品的光学特性提供了一种更快、更简单的方法。

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